Semantic-aware Data Augmentation for Text-to-image Synthesis

Zhaorui Tan, Xi Yang, Kaizhu Huang

Data augmentation has been recently leveraged as an effective regularizer in various vision-language deep neural networks. However, in text-to-image synthesis (T2Isyn), current aug…